Benefits of the Self-Paced Format
Hands-on exercises with automated feedback
Access to MATLAB through your web browser
Shareable progress report and course certificate
About This Course
Lessons are available only in English.
Get an overview of the course. Import and process data, explore data features, and train and evaluate a classification model.
Finding Natural Patterns in Data
Use unsupervised learning techniques to group observations based on a set of explanatory variables and discover natural patterns in a data set.
Use available classification methods to train data classification models. Make predictions and evaluate the accuracy of a predictive model.
Improving Predictive Models
Validate model performance. Optimize model properties. Reduce the dimensionality of a data set and simplify machine learning models.
Use supervised learning techniques to perform predictive modeling for continuous response variables.
Create and train neural networks for clustering and predictive modeling. Adjust network architecture to improve performance.
Looking for a Classroom Option?
Machine Learning with MATLAB is also offered in an instructor-led format.